Ahmed E. Helal

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Tensor Decomposition

Parallel Architectures

Sparse Representation

Top Venues

Publications

Jan Laukemann, Ahmed E. Helal, S. Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa M. Ranadive, Brian J. Gravelle, Fabrizio Petrini, Jee W. Choi
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation. CoRR (2024)
Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams. IPDPS (2023)
Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures. CoRR (2022)
Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Efficient, out-of-memory sparse MTTKRP on massively parallel architectures. ICS (2022)
Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi
ALTO: adaptive linearized storage of sparse tensors. ICS (2021)
Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi
ALTO: Adaptive Linearized Storage of Sparse Tensors. CoRR (2021)
Ahmed E. Helal, Ashwin M. Aji, Michael L. Chu, Bradford M. Beckmann, Wu-chun Feng
Adaptive Task Aggregation for High-Performance Sparse Solvers on GPUs. PACT (2019)
Mohamed W. Hassan, Ahmed E. Helal, Peter M. Athanas, Wu-Chun Feng, Yasser Y. Hanafy
Exploring FPGA-specific Optimizations for Irregular OpenCL Applications. ReConFig (2018)
Paul Sathre, Ahmed E. Helal, Wu-chun Feng
A Composable Workflow for Productive Heterogeneous Computing on FPGAs via Whole-Program Analysis and Transformation. ReConFig (2018)
Ahmed E. Helal, Changhee Jung, Wu-chun Feng, Yasser Y. Hanafy
CommAnalyzer: automated estimation of communication cost and scalability on HPC clusters from sequential code. HPDC (2018)
Ahmed E. Helal, Wu-chun Feng, Changhee Jung, Yasser Y. Hanafy
AutoMatch: An automated framework for relative performance estimation and workload distribution on heterogeneous HPC systems. IISWC (2017)
Ahmed E. Helal, Paul Sathre, Wu-chun Feng
MetaMorph: a library framework for interoperable kernels on multi- and many-core clusters. SC (2016)
Konstantinos Krommydas, Ahmed E. Helal, Anshuman Verma, Wu-chun Feng
Bridging the Performance-Programmability Gap for FPGAs via OpenCL: A Case Study with OpenDwarfs. FCCM (2016)
Mohamed W. Hassan, Ahmed E. Helal, Yasser Y. Hanafy
High Performance Sparse LU Solver FPGA Accelerator Using a Static Synchronous Data Flow Model. FCCM (2015)
Ahmed E. Helal, Amr M. Bayoumi, Yasser Y. Hanafy
Parallel circuit simulation using the direct method on a heterogeneous cloud. DAC (2015)